Chapter 01: Getting Started with Predictive Analytics · Environment 1.4 1.4 1.3 3.1 1.4 1.4 1.4 History Zoom Files Export Plots Spark Packages Help Sep al. Width 3. 5 3. 2 3 .6 3

Chapter 01: Getting Started with PredictiveAnalytics

Chapter 02: The Modeling Process

Chapter 03: Inputting and Exploring Data

Chapter 04: Introduction to RegressionAlgorithms

Chapter 05: Introduction to Decision Trees,Clustering, and SVM

Chapter 06: Using Survival Analysis toPredict and Analyze Customer Churn

Chapter 07: Using Market Basket Analysis asa Recommender Engine

Chapter 08: Exploring Health CareEnrollment Data as a Time Series

Chapter 09: Introduction to Spark Using R

Chapter 10: Exploring Large Datasets UsingSpark

Chapter 11: Spark Machine Learning -Regression and Cluster Models

Chapter 12: Spark Models – Rule-BasedLearning